About C3D
CSI’s Computation and Data-Driven Discovery department, or C3D, is the gateway for expertise in high-performance workflows and distributed computing technologies, integrating high-performance computing, machine learning, and streaming-analytics then translating them into scientific discovery.
C3D conducts research; develops solutions; and provides expertise in workflows, scalable software, and HPC to address the challenges and requirements of science and engineering applications that demand large-scale, innovative solutions. The team’s work includes performing advanced research into extreme-scale and extensible workflow systems, while enabling novel workflow applications on leadership-class supercomputers. C3D specializes in distributed computing research and software systems to support streaming and real-time data analytics.
For additional information and collaboration opportunities: BrookhavenLabCS@bnl.gov.
Projects
- Complex Modeling of Nanostructures
- Deep Learning for Analysis of Materials Science Data
- Dynamic Visualization and Visual Analytics for Scientific Data
- Experimental Data Curation with the Open-source Invenio Platform
- High Performance Iterative Tomography Reconstructions
- Machine Learning Assisted Material Discovery
- Provenance and Reproducibility Tools for Multi-Modal X-ray Spectroscopy Experiments
- Replicating Machine Learning Experiments in Materials Sciences
- Text Mining the Scientific Literature for X-ray Absorption Spectroscopy